Article
Utility of polygenic scores across diverse diseases in a hospital cohort for predictive modeling.
Nature communications - 12 Apr 2024
Sun Ting-Hsuan, Wang Chia-Chun, Liu Ting-Yuan, Lo Shih-Chang, Huang Yi-Xuan, Chien Shang-Yu, Chu Yu-De, Tsai Fuu-Jen, Hsu Kai-Cheng
Abstract excerpt
Polygenic scores estimate genetic susceptibility to diseases. We systematically calculated polygenic scores across 457 phenotypes using genotyping array data from China Medical University Hospital. Logistic regression models assessed polygenic scores' ability to predict disease traits. The polygenic score model with the highest accuracy, based on maximal area under the receiver operating characteristic curve...
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